Title :
A decentralized flat control system for intelligent building
Author :
Wang Shiqiang ; Xing Jianchun ; Li Juelong ; Yang Qiliang
Author_Institution :
Coll. of Defense Eng., PLA Univ. of Sci. & Technol., Nanjing, China
Abstract :
A decentralized flat control system is introduced into the intelligent building, where each zone of the intelligent building autonomously makes decisions through information exchange with their adjacent regions in a large scale control network. We formulate the decentralized control as a constrained optimization and decompose it into decentralized subproblems, then convert the centralized optimization into multi-objective problem. A decentralized algorithm for minimizing the sum of all the functions is proposed. The convergence property of decentralized algorithm is theoretically analyzed which considers both convex and non-convex systems with constraints, and then validates through simulation results.
Keywords :
Pareto optimisation; convergence; decentralised control; centralized optimization; constrained optimization; convergence property; decentralized algorithm; decentralized flat control system; information exchange; intelligent building; large scale control network; multiobjective problem; Algorithm design and analysis; Artificial intelligence; Buildings; Couplings; Decentralized control; Optimization; Pareto-optimality; converge; decentralized optimization; intelligent building;
Conference_Titel :
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location :
Qingdao
Print_ISBN :
978-1-4799-7016-2
DOI :
10.1109/CCDC.2015.7162365